We apply the exploitation/exploration dichotomy faced by organizations in business strategy to the decisions of individual executives as to whether to continue in their current organization and exploit career opportunities there or explore new ones through the avenue of job search. Specifically, we observe whether executives pursue offers from an executive search firm to be considered for positions at other organizations. Insights from the multi-armed bandit problem help explain who searches and who does not, focusing on the structural attributes of each individual's situation. Individuals are more likely to search where their current roles are less certain and where broader career experience makes search more useful because the array of possible opportunities is greater. The results also shed light on the operations of executive search firms, who are central actors in executive careers.
ABSTRACTWe examine an aspect of job search in the important context of executive-level jobs using a unique data set from a prominent executive search firm. Specifically, we observe whether or not executives pursue offers to be considered for a position at other companies. The fact that the initial call from the search firm, which we observe, is an exogenous event for the executive makes the context particularly useful. We use insights from the Multi-Arm Bandit problem to analyze the individual's decision as it emphasizes assessments of future prospects in the decision process, which are particularly relevant for executive careers. More than half the executives we observe were willing to be a candidate for a job elsewhere. Executives are more likely to search where their current roles are less certain and where their career experience has been broader. Search is more likely even for broader experience within the same employer. In the latter case, the array of likely opportunities is also broader, making search more useful.